FAQ for Businesses

WorkNomads is a full-stack industrial AI transformation partner. We design, develop and deploy across infrastructure, hardware, software and data, helping businesses move from fragmented, reactive operations to connected, intelligent, autonomous systems.

We work across four connected layers, the Industrial Intelligence Square:

• Infrastructure: civil engineering, HVAC, MEP and energy systems, the physical foundations industrial AI depends on.
• Hardware: industrial machines, sensors and edge devices, rugged and purpose-built for demanding environments.
• Software: agentic AI, machine vision and ERP/MES integration, systems that act, not just alert.
• Data: edge analytics, simulation and decision pipelines, turning operational noise into measurable outcomes.

Because we cover every layer, one team carries your project from the physical foundations to agentic AI, with a clear view of how each part connects. Learn more about our engineering services here. 

We are hands-on engineers. Our cross-disciplinary teams bring together infrastructure, hardware, software, data and AI expertise, so we can take an idea from first concept to a working solution in your operation.

We start from what you already have. We work with any kind of system, from legacy machines and control systems to modern ERP and cloud platforms, and build on the investments you have already made rather than replacing them.

And we stay with the solution through design, development, deployment and handover, so it works in the real conditions of your business.

Yes! Although we work across all four layers, most engagements start with one focused project, for example a connectivity assessment, a predictive maintenance use case, or a single software or hardware build. We start small, prove value, and scale from there. You are not required to commit to a full-stack program to begin. 

We work with organizations of all sizes, from fast-growing companies to large international enterprises, wherever operations are complex and the stakes are high.

Our experience covers manufacturing and process industries, including automotive, semiconductors, chemicals, plastics, metals, food and beverage, pharmaceuticals and biotech. We also work in fintech and payments, insurance, energy infrastructure, defense (dual-use) and commercial real estate.

What these clients have in common is the need to connect complex systems, act on data faster and scale without adding unnecessary complexity.

Most of the work is delivered remotely and coordinated from our Sofia hub, with on-site visits whenever the physical environment requires it: for example, for hardware, sensors, plant infrastructure, installation, commissioning, or testing. Each project is led by a dedicated project manager who serves as your single point of contact, supported by clear workflows, regular communication, and transparent progress updates. Where needed, we begin with a site visit before specifying hardware or developing software, then design, build, and integrate the solution remotely while combining remote delivery with targeted on-site support to ensure a smooth implementation. 

We always start with a Proposal Workshop (either online or on-site) to understand where the biggest opportunities are, define what a working solution requires in your specific environment, and give you a clear picture of what to expect before any larger commitment is made. From there, we adapt the commercial structure to your operational needs, offering flexible delivery models that range from embedded teams to targeted project delivery.

To begin, reach out here.We respond within one business day. 

We integrate with what is already there. We integrate with what is already there. Our edge AI layer connects to existing PLC and SCADA infrastructure, reads the signals and adds intelligence on top, building on the investments you have already made. Where systems do not yet exist, we design and implement the right infrastructure from the ground up.

We work alongside your internal team, not instead of it. Your team can stay focused on running day-to-day operations, while we bring in specialized teams dedicated to delivering the project on time.

From the start, we plan for knowledge transfer. We document what we build and work closely with your people, so your team is ready to take ownership once the solution is live.

No. That is the normal starting point, not a reason to wait. Siloed data across ERP, MES, SCADA, and spreadsheets is exactly what most sites begin with. 

We usually start with a connectivity assessment: mapping what is readable, what is missing, and what to fix first. From there we connect the systems into one real-time view. You do not need clean data before you engage us. Getting there is part of the work. 

Yes! We document the build and train your team so you can own and operate what we deliver. You own the systems and the outcome. We are designed as a long-term partner, so we stay involved as your operation evolves and new use cases appear. But that is a choice, not a dependency. The goal is a capable, independent operation, not a reliance on us. 

AI is not a layer we add at the end. It is embedded across the full stack from the point of data collection. At the edge, we deploy rugged hardware that runs AI inference locally: no cloud dependency, no latency, no data leaving the facility. Decisions happen in milliseconds, at the machine. 

At the operations layer, our agentic AI systems detect, decide and act. They do not just alert. They integrate with MES, ERP and SCADA to trigger responses automatically, with human approval where decisions carry risk. At the commercial layer, our Agentic AI for Industrial Sales automates lead qualification, outbound outreach, and technical inquiry handling, integrated directly into your CRM. We are vendor agnostic, choosing the right stack for each client based on cost, latency, compliance, and legacy compatibility. We use cloud platforms such as Azure ML, GCP Vertex and AWS as components inside our full-stack delivery, adding the engineering and intelligence that turn them into working solutions.

Yes! Our Agentic Engine is available as a standalone offering for companies looking to scale their commercial or procurement operations without adding headcount. On the sales side, it supports agentic lead generation by improving targeting, enriching prospect data, and automating outreach across email, LinkedIn, and CRM systems, as well as agentic technical inquiry handling that qualifies inbound leads, answers product and specification questions, and shortens the time between first contact and a qualified conversation. On the procurement side, it can automate supplier discovery, RFQ and tender handling, vendor qualification, quote comparison, and supplier communications, helping teams reduce manual workload and accelerate purchasing decisions.

If you are not sure where the greatest opportunity lies in your organization, the Proposal Workshop will help identify the most valuable use cases based on your operating environment, requirements, and the complexity of the processes being automated.

On latency: our edge AI layer runs inference locally, at the machine. Data does not travel to a cloud platform before a decision is made. Response times are measured in milliseconds, which matters where a delayed signal has operational or safety consequences.

On security: we design OT/IT architecture with network segmentation as a baseline, so operational and external-facing networks are separated by design. We apply encrypted data transmission, role-based access control, and audit-ready logging throughout.

For operators subject to the EU CER Directive or NIS2, we map security controls to the relevant requirements during the Proposal Workshop, so compliance is built into the architecture from the start.

Energy is one of the largest controllable costs in manufacturing. Properly instrumented, connected, and optimized infrastructure can reduce consumption by 20 to 30%, by eliminating idle running, optimizing load distribution, and predicting demand peaks. 

We instrument the facility with the right sensor layer, connect it through an industrial network, and run AI-driven optimization at the edge. HVAC, compressed air, production line scheduling, and energy load management all feed into a single decision model. The result is a measurable reduction in cost. 

It is also relevant to EU Industrial Accelerator Act compliance, where demonstrating low-carbon performance can unlock preferential access to public procurement and EU subsidies in steel, chemicals, and food. 

Our engineering hub is in Sofia, Bulgaria, and our team works across the globe. We deliver projects for clients in Europe, the Middle East, Asia, including China, and beyond.

We describe ourselves as a nation without a country: expertise is not tied to a location, and neither are our clients.

We invoice in euro. Bulgaria adopted the euro as its national currency in January 2026. 

For VAT, we follow EU rules. If you are an EU-based company, our services are usually reverse-charged, so we do not apply VAT and you account for it under your local rules. For non-EU clients, VAT generally does not apply to services delivered outside the EU. Exact treatment depends on your location, so we recommend confirming with your tax advisor. 

The WorkNomads hotel in Sofia is designed to accommodate our business clients who are visiting for meetings, workshops, or project collaborations. It provides a comfortable and professional environment where you can stay while engaging with our team. 

WN Lab Hotel is the corporate office of the future, setting the stage for the blended professional and lifestyle environments.